Total of 142 distinct variable combinations selected across the B = 2000 bootstrap datasets
| area, compactness, concavepoints, concavity, smoothness, symmetry, texture |
0.7% |
-1.28 |
0.7% |
-1.23 |
| area, concavepoints, smoothness, texture |
1.2% |
-1.10 |
1.2% |
-1.20 |
| area, concavepoints, smoothness, symmetry, texture |
0.9% |
-1.01 |
0.9% |
-1.06 |
| area, compactness, concavepoints, smoothness, symmetry, texture |
0.2% |
-0.85 |
0.2% |
-0.85 |
| area, concavepoints, fractal_dimension, smoothness, symmetry, texture |
0.2% |
-0.27 |
0.2% |
-0.27 |
| area, compactness, concavepoints, concavity, smoothness, texture |
0.2% |
-0.09 |
0.2% |
-0.09 |
| area, concavepoints, perimeter, smoothness, symmetry, texture |
12.2% |
0.00 |
12.2% |
0.00 |
| area, concavepoints, radius, smoothness, texture |
0.3% |
0.01 |
0.3% |
-0.04 |
| area, concavepoints, radius, smoothness, symmetry, texture |
0.1% |
0.03 |
0.1% |
0.03 |
| area, concavepoints, perimeter, smoothness, texture |
20.9% |
0.03 |
20.9% |
-0.02 |
| area, compactness, concavepoints, radius, smoothness, symmetry, texture |
0.2% |
0.30 |
0.2% |
0.36 |
| area, concavepoints, concavity, smoothness, texture |
0.1% |
0.31 |
0.1% |
0.26 |
| area, compactness, concavepoints, smoothness, texture |
0.1% |
0.32 |
0.1% |
0.27 |
| area, concavepoints, concavity, fractal_dimension, smoothness, symmetry, texture |
0.1% |
0.42 |
0.1% |
0.47 |
| area, concavepoints, fractal_dimension, smoothness, texture |
0.1% |
0.58 |
0.1% |
0.53 |
| area, compactness, concavepoints, concavity, radius, smoothness, symmetry, texture |
0.1% |
0.62 |
0.1% |
0.74 |
| area, compactness, concavepoints, concavity, fractal_dimension, smoothness, symmetry, texture |
0.1% |
0.69 |
0.1% |
0.82 |
| area, concavepoints, fractal_dimension, radius, smoothness, symmetry, texture |
0.1% |
0.70 |
0.1% |
0.76 |
| area, compactness, concavepoints, concavity, perimeter, smoothness, symmetry, texture |
4.2% |
0.72 |
4.0% |
0.84 |
| area, concavepoints, concavity, perimeter, smoothness, texture |
3.0% |
0.92 |
3.0% |
0.92 |
| area, compactness, concavepoints, perimeter, smoothness, symmetry, texture |
1.2% |
1.06 |
1.3% |
1.12 |
| area, concavepoints, concavity, fractal_dimension, smoothness, texture |
0.1% |
1.12 |
0.1% |
1.12 |
| area, compactness, concavepoints, fractal_dimension, smoothness, symmetry, texture |
0.1% |
1.13 |
0.1% |
1.19 |
| area, concavepoints, fractal_dimension, perimeter, smoothness, symmetry, texture |
2.5% |
1.19 |
2.6% |
1.25 |
| area, concavepoints, concavity, perimeter, smoothness, symmetry, texture |
0.7% |
1.36 |
0.7% |
1.42 |
| area, concavepoints, perimeter, radius, smoothness, symmetry, texture |
1.4% |
1.49 |
1.4% |
1.55 |
| area, compactness, concavepoints, radius, smoothness, texture |
0.1% |
1.52 |
0.1% |
1.52 |
| area, concavepoints, perimeter, radius, smoothness, texture |
2.5% |
1.55 |
2.5% |
1.55 |
| area, concavepoints, concavity, fractal_dimension, perimeter, smoothness, symmetry, texture |
5.8% |
1.68 |
5.8% |
1.80 |
| area, compactness, concavepoints, concavity, perimeter, smoothness, texture |
1.2% |
1.78 |
1.2% |
1.84 |
| area, concavepoints, concavity, fractal_dimension, radius, smoothness, symmetry, texture |
0.1% |
1.83 |
0.1% |
1.95 |
| area, concavepoints, fractal_dimension, perimeter, smoothness, texture |
0.8% |
1.94 |
0.8% |
1.94 |
| area, compactness, concavepoints, perimeter, smoothness, texture |
0.3% |
1.94 |
0.3% |
1.94 |
| Subtotal |
62.0% |
|
62.0% |
|